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Upload generator_utils.py with huggingface_hub

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  1. generator_utils.py +57 -0
generator_utils.py ADDED
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+ import inspect
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+ import itertools
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+
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+
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+ class ReusableGenerator:
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+ def __init__(self, generator, gen_argv=[], gen_kwargs={}):
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+ self._generator = generator
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+ self._gen_kwargs = gen_kwargs
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+ self._gen_argv = gen_argv
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+
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+ def get_generator(self):
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+ return self._generator
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+
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+ def get_gen_kwargs(self):
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+ return self._gen_kwargs
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+
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+ def construct(self):
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+ return self._generator(*self._gen_argv, **self._gen_kwargs)
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+
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+ def __iter__(self):
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+ return iter(self.construct())
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+
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+ def __call__(self):
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+ yield from self.construct()
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+
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+ def __repr__(self):
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+ return f"{self.__class__.__name__}({self._generator.__name__}, gen_argv={self._gen_argv}, gen_kwargs={self._gen_kwargs})"
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+
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+
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+ if __name__ == "__main__":
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+ from itertools import chain, islice
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+
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+ # Creating objects of MyIterable
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+ iterable1 = ReusableGenerator(range, gen_argv=[1, 4])
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+ iterable2 = ReusableGenerator(range, gen_argv=[4, 7])
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+
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+ # Using itertools.chain
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+ chained = list(chain(iterable1, iterable2))
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+ print(chained) # Prints: [1, 2, 3, 4, 5, 6]
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+
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+ # Using itertools.islice
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+ sliced = list(islice(ReusableGenerator(range, gen_argv=[1, 7]), 1, 4))
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+ print(sliced) # Prints: [2, 3, 4]
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+
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+ # now same test with generators
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+ def generator(start, end):
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+ for i in range(start, end):
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+ yield i
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+
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+ iterable1 = ReusableGenerator(generator, gen_argv=[1, 4])
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+ iterable2 = ReusableGenerator(generator, gen_argv=[4, 7])
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+
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+ chained = list(chain(iterable1, iterable2))
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+ print(chained) # Prints: [1, 2, 3, 4, 5, 6]
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+
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+ sliced = list(islice(ReusableGenerator(generator, gen_argv=[1, 7]), 1, 4))
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+ print(sliced) # Prints: [2, 3, 4]